Giter VIP home page Giter VIP logo

actuarialmetrics's Introduction

Contributors Forks Stargazers Issues LinkedIn

actuarialmetrics (R package)

In development. Expected delivery date : August 2023.

Access

## Install the package
devtools::install_github("Olicoside/actuarialmetrics")

## Load the package
library("actuarialmetrics")

About

Package for basic metrics and graphs related to actuarial science. Useful and elegant visualisation based on ggplot2, but applied to actuarial science.

(back to top)

Example

Here is a basic example, which shows the need for an english implementation (which should be the default)

table_to_g <- actuarialmetrics::get_lr_table(preds %>% 
                                 mutate(n = 1),
                               ref_name = "ign",
                               comp_name = "conf",
                               expo_name = "n",
                               loss_name = "Y",
                               n_cuts = 6)

actuarialmetrics::dbl_lift_chart(table_to_g,
                                 Prem_names = c("ign",
                                                "conf"))

(back to top)

Contributors

(back to top)

Ideas/To do

  • Make groups based on distance metrics (k-means) for various graphs
  • Make groups based on PCA?
  • Finish documentation
  • Make a pretty example for the readme
  • Arrange packages requirements for smooth use
  • Add dataset to my package
  • Add equation on graphs using latex2exp
  • Add exploratory functions from industrial partnership
  • Make a general function with an argument to specify the type of graph to use

(back to top)

Contact

Olivier Côté

Project Link: https://github.com/OliCoSide/actuarialmetrics

(back to top)

actuarialmetrics's People

Contributors

olicoside avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.